Identity Removal on CelebA-HQ (test)
0FDFRClean
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CleanI2I=true, Prompt=a photo of this person2025.12 | 0 | 0.79 | 0.95 | 14.2 | 130.01 | — | — | — | — | — | — | — | |
| CleanI2I=true, Prompt=a dslr portrait of this person2025.12 | 0 | 0.61 | 0.82 | 12 | 139.22 | — | — | — | — | — | — | — | |
| FaceLockI2I=true, Prompt=a photo of this person2025.12 | 0 | 0.51 | 0.73 | 29.95 | 200.87 | — | — | — | — | — | — | — | |
| FaceLockI2I=true, Prompt=a dslr portrait of this person2025.12 | 0 | 0.4 | 0.65 | 40.96 | 231.15 | — | — | — | — | — | — | — | |
| Diff-PGDI2I=true, Prompt=a dslr portrait of this person2025.12 | 0 | 0.59 | 0.79 | 38.96 | 230.72 | — | — | — | — | — | — | — | |
| DeContextI2I=true, Prompt=a photo of this person2025.12 | 0 | 0.12 | 0.51 | 20.56 | 229.68 | — | — | — | — | — | — | — | |
| DeContextI2I=true, Prompt=a dslr portrait of this person2025.12 | 0 | 0.2 | 0.58 | 39.17 | 209.37 | — | — | — | — | — | — | — | |
| Diff-PGDI2I=true, Prompt=a photo of this person2025.12 | 0.01 | 0.68 | 0.8 | 74.3 | 235.89 | — | — | — | — | — | — | — | |
| AdvDMI2I=false, Prompt=a dslr portrait of this person2025.12 | 0.03 | 0.22 | — | 28.79 | 231.49 | — | — | — | — | — | — | — | |
| AdvDMI2I=false, Prompt=a photo of this person2025.12 | 0.07 | 0.35 | — | 22.67 | 280.91 | — | — | — | — | — | — | — | |
| CAATI2I=false, Prompt=a photo of this person2025.12 | 0.6 | 0.32 | — | 46.01 | 413.68 | — | — | — | — | — | — | — | |
| Anti-DBI2I=false, Prompt=a photo of this person2025.12 | 0.73 | 0.36 | — | 38.83 | 395.27 | — | — | — | — | — | — | — | |
| Anti-DBI2I=false, Prompt=a dslr portrait of this person2025.12 | 0.74 | 0.27 | — | 38.99 | 424.6 | — | — | — | — | — | — | — | |
| CAATI2I=false, Prompt=a dslr portrait of this person2025.12 | 0.78 | 0.26 | — | 40.16 | 370.56 | — | — | — | — | — | — | — | |
| Arc2Face2026.05 | — | — | — | — | — | 0.78 | 0.75 | 0.99 | — | — | 0.76 | 0.76 | |
| PIU2026.05 | — | — | — | — | — | 0.31 | 0.72 | 88.96 | 8.12 | 0.39 | 0.75 | 0.75 | |
| SISS2026.05 | — | — | — | — | — | 0.59 | 0.58 | 0.98 | 5.23 | 8.14 | 0.65 | 0.64 | |
| UCE2026.05 | — | — | — | — | — | 0.59 | 0.7 | 1 | 3.69 | 1.26 | 0.75 | 0.75 | |
| WID2026.05 | — | — | — | — | — | 0.32 | 0.44 | 49.28 | 4.35 | 3.36 | 0.76 | 0.75 |